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Comparative ct method

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The Comparative Ct method is a technique used in quantitative real-time PCR (qRT-PCR) to determine the relative expression levels of a target gene compared to a reference gene or internal control. It provides a quantitative analysis of gene expression by comparing the cycle threshold (Ct) values between the target and reference samples.

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39 protocols using comparative ct method

1

Quantifying Gene Expression in Kidney Samples

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RNA was isolated from human kidney samples using the miRNeasy FFPE kit (Qiagen Sciences, Germantown, MD, United States), from rat kidney homogenates using the RNeasy Mini Kit (Qiagen Sciences) and from cultured cells using Trizol reagent (Thermo Fisher Scientific). Real time PCR was performed using SYBR green (Wisent Bio Products, St.-Jean-Baptiste, QC, Canada) on a ViiA7 PCR system (Thermo Fisher Scientific). Primer sequences were designed using Primer Blast1 and were as follows: human TFEB forward GTAGAGAATGATGCCTCCGCA, reverse CAGCCTGAGCTTGCTGTCAT; human RPL32 forward CAACATTGGTTATGGAAGCAACA, reverse TGACGTTGTG GACCAGGAACT; rat TFEB forward GCGGTCACTGAAGG ACAGAG, reverse GCAGCAAACTTGTTGCCGTA; rat RPL13a forward ATGAACACCAACCCGTCTCG, reverse GCCTCTTTTGGTCTTGTGCG; rat beclin 1 forward CTCGTCAAGGCGTCACTTCT, reverse CCTCCATTCTTTAGGCCCCG; rat GAPDH forward ATGCTGGTGCTGAGTATGTC, reverse AGTTGTCATATTCTCCGTGG. Data analysis was performed using the Applied Biosystems Comparative CT method.
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2

Quantitative RT-PCR Analysis of V. cholerae

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RNA used for quantitative RT-PCR (qRT-PCR) was isolated from V. cholerae cultures using the RNeasy Mini Kit (Qiagen) followed by DNase treatment (Ambion). In experiments requiring pulse induction of V. cholerae Qrr4, 0.2% arabinose was added to cultures at OD600 ~0.5. cDNA was generated with SuperScript III reverse transcriptase (Invitrogen) using ~3 µg of total RNA. qRT-PCR was performed on an ABI Prism 7900HT Sequence Detection System using Sybr Green PCR master mix (ABI). Triplicate samples were measured and analyzed by a comparative CT method (Applied Biosystems) in which the relative amount of target RNA was normalized to an internal control RNA (hfq) first, and subsequently, to each other. Statistical analyses were performed using the unpaired t test, with a two-tailed p value < 0.05 considered significant.
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3

Quantitative Real-Time PCR Assay for CYP1 Gene

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The qRT-PCR was performed using SYBR Green Supermix (Bio-Rad, Hercules, CA, USA) and a 7500 real-time PCR system (Applied Biosystems, Foster city, CA, USA). Each reaction contained 10 μl of SYBR Green Supermix, 500 nM of forward and reverse primers, cDNA template, and nuclease-free water to a final volume of 20 μl. PCR cycling conditions were 2 min at 50°C (one cycle); 10 min at 95 °C (one cycle); and 15 s at 95°C followed by 1 min at 60°C (40 cycles). Experiments were repeated two times with three replicates. Expression levels were calculated using the comparative Ct method (Applied Biosystems). CYP1 gene (FGSG_07439) served as the endogenous reference for normalization.
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4

Quantifying Bacterial Gene Expression

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Analysis of bacterial gene expression by qPCR has been described previously [21 (link)]. S. Typhimurium were grown in LB containing 0.3M NaCl [26 (link)] or low phosphate and magnesium-containing medium (LPM, pH 5.8) [28 (link)] for induction of T3SS-1 or T3SS-2, respectively. RNA extraction and qPCR were performed as described above. The data were analyzed using the comparative Ct method (Applied Biosystems). Transcription of the target gene was normalized to the levels of gyrA mRNA.
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5

Murine Cecal Tissue Expression Analysis

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Murine cecal tissue was collected, snap frozen in liquid nitrogen and stored at -80°C. Expression analysis was performed as described previously 22 . Briefly, RNA was extracted using TRI reagent (Molecular Research Center, Cincinnati) according to the manufacturer's protocol. Isolated RNA was DNase-treated (Applied Biosystems) and cDNA was synthesized from 1μg of RNA using TaqMan reverse transcription reagents (Applied Biosystems). Real-time PCR was performed using SYBR-Green (Applied Biosystems) and the primers listed in Table 5. The changes in mRNA levels of target genes were calculated using the comparative Ct method (Applied Biosystems) and normalized to the levels of B2M mRNA.
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6

Quantification of mRNA Levels in Immune Cells

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Total RNA from HeLa, HL60, U937, and THP-1 cell lines and from different subpopulations of PBMCs (pDC, NK, MO, CD40+, and B) was extracted using the TRIzol reagent (Invitrogen). For experiments with interferon stimulation, HL60 and U937 cells were either mock treated or incubated with 250 units/mL of IFN-α2a (Miltenyi Biotec) and harvested after 48 h. The RNA was converted to cDNA using an oligo(dT)18 primer and reverse transcriptase (Invitrogen). Reverse transcriptase quantitative PCR (RT-qPCR) reactions were performed on a 7900HT Fast Real-Time PCR System (Applied Biosystems) using SYBR Green I (Eurogentec). All reactions were performed in triplicate and experiments were repeated at least twice. Relative amount of mRNA was calculated using the comparative Ct method (Applied Biosystems): 2−ΔΔCt = 2−[(Cttarget−Cthousekeeping)  sample−(Cttarget−Cthousekeeping)  control], where Ct is the threshold cycle and HPRT or β-microglobulins are the housekeeping genes.
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7

Analysis of Cytokine and Antibody Responses in Vaccinated Pigs

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Total RNA was extracted from the spleens of the vaccinated pigs using ISOGEN (Invitrogen). Reverse transcriptase-PCR (RT-PCR) was monitored using a one-step RNA PCR kit (Takara) with three pairs of primers according to the operating instructions. Primers are listed below: IFN-Υ (5′-GTTTTTCTGGCTCTTACTGC-3′; 5′-CTTCCGCTT TCTTAGGTTAG-3′) (Chaoprasid and Dersch, 2021 (link)); TNF-α (5-ACTGCACTTCGAGGTTATCGG-3′, 5′-GGCGACGGGCTTATCTGA-3′) (Meissonnier et al., 2008 (link)); interleukin (IL)-4 (5′-GTCTGCTTACTGGCATGTACCA-3′; 5′-GCTCCATGCACGAGTTCTTTCT-3′) (Duvigneau et al., 2005 (link)); GAPDH (5′-AACGACCCCTTCATTGAC-3′; 5′-TCCACGACATACTCAGCAC-3′).
Quantitative reverse transcriptase-PCR (qRT-PCR) was performed on the 7900HT Sequence Detection System (Applied Biosystems) using SYBR Green (Meissonnier et al., 2008 (link)). Each sample was analyzed in triplicate. Data were analyzed by a comparative CT method (Applied Biosystems). Transcript levels were calculated by normalizing to the levels of GAPDH mRNA. In addition, cytokines (IFN-γ, IL 4, TNF-α) in the spleen were analyzed in relation to the expression of antibodies (IgG, IgA) in the mucus, MLN and serum utilizing JMP software.1
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8

RNA Isolation, Reverse Transcription, and qPCR Analysis

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RNA was isolated from cells by Trizol extractions (Invitrogen). Following treatment with DNase (Promega), two micrograms of total RNA was reversed transcribed with MultiScribe™ MuLV reverse transcriptase (Applied Biosystems). cDNA equivalent to 40 ng was used for quantitative polymerase chain reaction (qPCR) amplification (Applied Biosystems) with SYBR green PCR master mix (Applied Biosystems). Samples in which no reverse transcriptase was added (no RT) were included for each RNA sample. qPCR data were calculated using the comparative Ct method (Applied Biosystems). Standard deviations from the mean of the ΔCt values were calculated from three independent RNA samples. Primers are described in Supplemental Table 1. Where possible, intron spanning primers were used. All quantitative PCR was performed in triplicate, and three independent RNA samples were assayed for each time point. For measurements of relative gene expression, a fold change was calculated for each sample pair and then normalized to the fold change observed at HPRT and/or 18S rRNA.
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9

Quantifying Gene Expression by RT-qPCR

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Total RNA was isolated from homogenized tissues (whole bodies or hemocytes) using the RNeasy micro plus kit (Qiagen) and quantified with a nanodrop (Agilent). First-strand cDNA was generated from 500 ng RNA using iScript cDNA synthesis kit, according to standard procedures (Biorad, California, USA). Gene specific primers were designed with Primer3 software [50 (link)]. Real-time quantitative PCR was performed on a DNA Engine 2 (MJ Research, Minnesota, USA) with qPCR MasterMix Plus for SYBR green I (Eurogentec, Belgium) using one internal reference transcript (elongation factor 1-α, NCBI RefSeq XM_001951252.2). Running parameters were 95°C for 10 min, followed by 40 cycles of 95°C for 30 s, 60°C for 30 s, 68°C for 30 s. All amplifications were performed in triplicate assays. Signal intensity was measured at the end of each elongation phase and results were analyzed using the Opticon 3.1 software provided by MJ Research. To assess the specificity of the PCR amplification, a melting curve analysis of the amplicon was performed at the end of each reaction and a single peak was always observed. Standard curves were established with four serial dilutions of first-strand cDNAs, ranging from 1/10 to 1/10000. ApMIFs expression levels were normalized to expression of the internal control elongation factor 1-α (EF1) using the comparative CT method (Applied biosystems, USA).
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10

RNA Extraction and RT-qPCR Analysis

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RNA was extracted from cryopreserved spleens and livers according to the manufacturer’s instructions using TRIzol reagent (Ambion) and quantified using a Nanodrop spectrophotometer (Thermo Scientific). RNA was DNase-treated using a DNA-free kit (Ambion), and a SensiFAST SYBR Hi-ROX One-Step RT-QPCR kit (Bioline) was used for both cDNA synthesis and QPCR reactions using 100ng total RNA per reaction. RT-QPCR was performed on a 7900HT Fast Real-Time PCR System (Applied Biosystems) in a 96 well plate and triplicate data was analyzed in Microsoft Excel by the comparative Ct method (Applied Biosystems) using GAPDH (glyceraldehyde-3-phosphate dehydrogenase) as the control. Data is expressed as fold change of stimulated over unstimulated ΔCt. Primer sequences and references are listed in Supplementary Table 2.
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